Jarbas is part of Serenata de Amor main repo now.
okfn-brasil / jarbas Goto Github PK
View Code? Open in Web Editor NEW🎩 API for information and suspicions about reimbursements by Brazilian congresspeople
Home Page: https://jarbas.serenata.ai/
🎩 API for information and suspicions about reimbursements by Brazilian congresspeople
Home Page: https://jarbas.serenata.ai/
Jarbas is part of Serenata de Amor main repo now.
The backend is ready to use Memcached, but that has not been implemented in the Docker pipeline. As we intend to use Docker for deploy/provision, this is a pending task.
Settings to Memcached access point (e.g. CACHE_LOCATION=localhost:11211
) are to be set as envvars or in the .env
.
Now Jarbas is changing. From an internal tool for Serenata it will become the public API for the general public. And this impacts UI/UX.
In terms of UX we might change the landing page to offer two ways to start a search, to start browsing our data, maybe two tabs or something like that (sorry about the pt-BR
):
And in terms of UI, @tatianasb is working on it.
This is want we have in mind, but we are open to discuss how to better conduct this changes (the technical part is discussed in #52). I just ask you to be down-to-earth and precise in further comments, suggestions — we have a deadline with our 1296 bosses which is mid-January ; )
I've never done that — is letsencrypt.org a good idea? I feel like I'd like to pair with someone else to get that up and running because all this is new to me.
Nowadays each Company
stores its main and secondary activities in a separate model (Activity
) using a ManyToManyField
.
I don't think it's necessary as we won't query by a company activity (at least not that frequently). Also this design makes the python manage.py companies <companies.xz>
extremely slow because we cannot use bulk_create
with relational tables (or can we?).
It would be nice to have some sample files to import into the database in order to do development of the app (elm, css, etc). It does not need to be the latest data, just some data to work on.
Multithreading and handling multiple requests in parallel are the key (it's the Reimbursement.get_receipt_url()
from #76 that handles the HTTP requests)
Right now it loads the date from the jarbas/settings.py
and downloads the file from S3, but I think it can read Rosie's output in a similar way of the irregularities
command.
For DRY-sake LoadCommand
could manage that.
This error is printed in the inspector.
app.js:1 ApiFail: "BadPayload \"Expecting an Int at _.results[1].term_id but instead got: null\" { status = { code = 200, message = \"OK\" }, headers = Dict.fromList [(\"Allow\",\"GET, HEAD, OPTIONS\"),(\"Cache-Control\",\"max-age=600\"),(\"Content-Type\",\"application/json\"),(\"Date\",\"Wed, 04 Jan 2017 17:48:34 GMT\"),(\"Expires\",\"Wed, 04 Jan 2017 17:58:34 GMT\"),(\"Last-Modified\",\"Wed, 04 Jan 2017 17:48:34 GMT\"),(\"P3P\",\"CP=\\\"ALL DSP COR PSAa PSDa OUR NOR ONL UNI COM NAV\\\"\"),(\"Server\",\"nginx/1.10.0 (Ubuntu)\"),(\"Vary\",\"Accept, Cookie\"),(\"X-Frame-Options\",\"SAMEORIGIN\")], url = \"https://jarbas.datasciencebr.com/api/reimbursement/?format=json&page=2&year=2016\", body = \"{\\\"count\\\":178153,\\\"next\\\":\\\"http://jarbas.datasciencebr.com/api/reimbursement/?format=json&page=3&year=2016\\\",\\\"previous\\\":\\\"http://jarbas.datasciencebr.com/api/reimbursement/?format=json&year=2016\\\",\\\"results\\\":[{\\\"all_net_values\\\":[55.09],\\\"all_reimbursement_numbers\\\":[5617],\\\"all_reimbursement_values\\\":null,\\\"document_value\\\":55.09,\\\"probability\\\":null,\\\"receipt\\\":{\\\"url\\\":\\\"http://www.camara.gov.br/cota-parlamentar/documentos/publ/763/2016/6157575.pdf\\\",\\\"fetched\\\":true},\\\"remark_value\\\":0.0,\\\"total_net_value\\\":55.09,\\\"total_reimbursement_value\\\":null,\\\"year\\\":2016,\\\"applicant_id\\\":763,\\\"document_id\\\":6157575,\\\"congressperson_id\\\":73535,\\\"congressperson_name\\\":\\\"JORGE TADEU MUDALEN\\\",\\\"congressperson_document\\\":363,\\\"party\\\":\\\"DEM\\\",\\\"state\\\":\\\"SP\\\",\\\"term_id\\\":55,\\\"term\\\":2015,\\\"subquota_id\\\":13,\\\"subquota_description\\\":\\\"Congressperson meal\\\",\\\"subquota_group_id\\\":0,\\\"subquota_group_description\\\":\\\"\\\",\\\"supplier\\\":\\\"SERVIÇO NACIONAL DE APRENDIZAGEM COMERCIAL - SENAC\\\",\\\"cnpj_cpf\\\":\\\"33469172001644\\\",\\\"document_type\\\":0,\\\"document_number\\\":\\\"068933\\\",\\\"issue_date\\\":\\\"2016-11-30\\\",\\\"month\\\":11,\\\"installment\\\":0,\\\"batch_number\\\":1341200,\\\"passenger\\\":\\\"\\\",\\\"leg_of_the_trip\\\":\\\"\\\",\\\"suspicions\\\":{\\\"meal_price_outlier\\\":false,\\\"suspicious_traveled_speed_day\\\":false,\\\"over_monthly_subquota_limit\\\":false}},{\\\"all_net_values\\\":[2190.0],\\\"all_reimbursement_numbers\\\":[5615],\\\"all_reimbursement_values\\\":null,\\\"document_value\\\":2190.0,\\\"probability\\\":null,\\\"receipt\\\":{\\\"url\\\":\\\"http://www.camara.gov.br/cota-parlamentar/documentos/publ/3150/2016/6158244.pdf\\\",\\\"fetched\\\":true},\\\"remark_value\\\":0.0,\\\"total_net_value\\\":2190.0,\\\"total_reimbursement_value\\\":null,\\\"year\\\":2016,\\\"applicant_id\\\":3150,\\\"document_id\\\":6158244,\\\"congressperson_id\\\":null,\\\"congressperson_name\\\":\\\"PSOL\\\",\\\"congressperson_document\\\":null,\\\"party\\\":\\\"\\\",\\\"state\\\":\\\"\\\",\\\"term_id\\\":null,\\\"term\\\":0,\\\"subquota_id\\\":5,\\\"subquota_description\\\":\\\"Publicity of parliamentary activity\\\",\\\"subquota_group_id\\\":0,\\\"subquota_group_description\\\":\\\"\\\",\\\"supplier\\\":\\\"DIMENSÃO LETREIROS E PLACAS LTDA - ME\\\",\\\"cnpj_cpf\\\":\\\"38068847000180\\\",\\\"document_type\\\":0,\\\"document_number\\\":\\\"0572\\\",\\\"issue_date\\\":\\\"2016-11-30\\\",\\\"month\\\":11,\\\"installment\\\":0,\\\"batch_number\\\":1341480,\\\"passenger\\\":\\\"\\\",\\\"leg_of_the_trip\\\":\\\"\\\",\\\"suspicions\\\":{\\\"meal_price_outlier\\\":false,\\\"suspicious_traveled_speed_day\\\":false,\\\"over_monthly_subquota_limit\\\":false}},{\\\"all_net_values\\\":[6368.1],\\\"all_reimbursement_numbers\\\":[5617],\\\"all_reimbursement_values\\\":null,\\\"document_value\\\":6368.1,\\\"probability\\\":null,\\\"receipt\\\":{\\\"url\\\":\\\"http://www.camara.gov.br/cota-parlamentar/documentos/publ/1383/2016/6156713.pdf\\\",\\\"fetched\\\":true},\\\"remark_value\\\":0.0,\\\"total_net_value\\\":6368.1,\\\"total_reimbursement_value\\\":null,\\\"year\\\":2016,\\\"applicant_id\\\":1383,\\\"document_id\\\":6156713,\\\"congressperson_id\\\":74688,\\\"congressperson_name\\\":\\\"LUIZ SÉRGIO\\\",\\\"congressperson_document\\\":313,\\\"party\\\":\\\"PT\\\",\\\"state\\\":\\\"RJ\\\",\\\"term_id\\\":55,\\\"term\\\":2015,\\\"subquota_id\\\":1,\\\"subquota_description\\\":\\\"Maintenance of office supporting parliamentary activity\\\",\\\"subquota_group_id\\\":0,\\\"subquota_group_description\\\":\\\"\\\",\\\"supplier\\\":\\\"JOSE FERNANDO XIMENES ROCHA\\\",\\\"cnpj_cpf\\\":\\\"36954381772\\\",\\\"document_type\\\":1,\\\"document_number\\\":\\\"11/16\\\",\\\"issue_date\\\":\\\"2016-11-30\\\",\\\"month\\\":11,\\\"installment\\\":0,\\\"batch_number\\\":1340979,\\\"passenger\\\":\\\"\\\",\\\"leg_of_the_trip\\\":\\\"\\\",\\\"suspicions\\\":null},{\\\"all_net_values\\\":[1000.0],\\\"all_reimbursement_numbers\\\":[5616],\\\"all_reimbursement_values\\\":null,\\\"document_value\\\":1000.0,\\\"probability\\\":null,\\\"receipt\\\":{\\\"url\\\":\\\"http://www.camara.gov.br/cota-parlamentar/documentos/publ/2820/2016/6158251.pdf\\\",\\\"fetched\\\":true},\\\"remark_value\\\":0.0,\\\"total_net_value\\\":1000.0,\\\"total_reimbursement_value\\\":null,\\\"year\\\":2016,\\\"applicant_id\\\":2820,\\\"document_id\\\":6158251,\\\"congressperson_id\\\":171623,\\\"congressperson_name\\\":\\\"FABIO REIS\\\",\\\"congressperson_document\\\":178,\\\"party\\\":\\\"PMDB\\\",\\\"state\\\":\\\"SE\\\",\\\"term_id\\\":55,\\\"term\\\":2015,\\\"subquota_id\\\":5,\\\"subquota_description\\\":\\\"Publicity of parliamentary activity\\\",\\\"subquota_group_id\\\":0,\\\"subquota_group_description\\\":\\\"\\\",\\\"supplier\\\":\\\"FM TOBIAS BARRETO ALMEIDA REIS LTDA\\\",\\\"cnpj_cpf\\\":\\\"03826865000108\\\",\\\"document_type\\\":0,\\\"document_number\\\":\\\"1168\\\",\\\"issue_date\\\":\\\"2016-11-30\\\",\\\"month\\\":11,\\\"installment\\\":0,\\\"batch_number\\\":1341485,\\\"passenger\\\":\\\"\\\",\\\"leg_of_the_trip\\\":\\\"\\\",\\\"suspicions\\\":{\\\"meal_price_outlier\\\":false,\\\"suspicious_traveled_speed_day\\\":false,\\\"over_monthly_subquota_limit\\\":false}},{\\\"all_net_values\\\":[4000.0],\\\"all_reimbursement_numbers\\\":[5617],\\\"all_reimbursement_values\\\":null,\\\"document_value\\\":4000.0,\\\"probability\\\":null,\\\"receipt\\\":{\\\"url\\\":\\\"http://www.camara.gov.br/cota-parlamentar/documentos/publ/2339/2016/6157534.pdf\\\",\\\"fetched\\\":true},\\\"remark_value\\\":0.0,\\\"total_net_value\\\":4000.0,\\\"total_reimbursement_value\\\":null,\\\"year\\\":2016,\\\"applicant_id\\\":2339,\\\"document_id\\\":6157534,\\\"congressperson_id\\\":160641,\\\"congressperson_name\\\":\\\"PROFESSORA MARCIVANIA\\\",\\\"congressperson_document\\\":15,\\\"party\\\":\\\"PCdoB\\\",\\\"state\\\":\\\"AP\\\",\\\"term_id\\\":55,\\\"term\\\":2015,\\\"subquota_id\\\":1,\\\"subquota_description\\\":\\\"Maintenance of office supporting parliamentary activity\\\",\\\"subquota_group_id\\\":0,\\\"subquota_group_description\\\":\\\"\\\",\\\"supplier\\\":\\\"ADAN BRYAN NAVEGANTES DE SOUZA\\\",\\\"cnpj_cpf\\\":\\\"94049246287\\\",\\\"document_type\\\":1,\\\"document_number\\\":\\\"11\\\",\\\"issue_date\\\":\\\"2016-11-30\\\",\\\"month\\\":11,\\\"installment\\\":0,\\\"batch_number\\\":1341171,\\\"passenger\\\":\\\"\\\",\\\"leg_of_the_trip\\\":\\\"\\\",\\\"suspicions\\\":null},{\\\"all_net_values\\\":[1685.0],\\\"all_reimbursement_numbers\\\":[5617],\\\"all_reimbursement_values\\\":null,\\\"document_value\\\":1685.0,\\\"probability\\\":null,\\\"receipt\\\":{\\\"url\\\":\\\"http://www.camara.gov.br/cota-parlamentar/documentos/publ/2405/2016/6156975.pdf\\\",\\\"fetched\\\":true},\\\"remark_value\\\":0.0,\\\"total_net_value\\\":1685.0,\\\"total_reimbursement_value\\\":null,\\\"year\\\":2016,\\\"applicant_id\\\":2405,\\\"document_id\\\":6156975,\\\"congressperson_id\\\":160538,\\\"congressperson_name\\\":\\\"BOHN GASS\\\",\\\"congressperson_document\\\":499,\\\"party\\\":\\\"PT\\\",\\\"state\\\":\\\"RS\\\",\\\"term_id\\\":55,\\\"term\\\":2015,\\\"subquota_id\\\":1,\\\"subquota_description\\\":\\\"Maintenance of office supporting parliamentary activity\\\",\\\"subquota_group_id\\\":0,\\\"subquota_group_description\\\":\\\"\\\",\\\"supplier\\\":\\\"JAIR ROQUE DALL'ALBA\\\",\\\"cnpj_cpf\\\":\\\"46464263072\\\",\\\"document_type\\\":1,\\\"document_number\\\":\\\"11\\\",\\\"issue_date\\\":\\\"2016-11-30\\\",\\\"month\\\":11,\\\"installment\\\":0,\\\"batch_number\\\":1340963,\\\"passenger\\\":\\\"\\\",\\\"leg_of_the_trip\\\":\\\"\\\",\\\"suspicions\\\":null},{\\\"all_net_values\\\":[4650.0],\\\"all_reimbursement_numbers\\\":[5615],\\\"all_reimbursement_values\\\":null,\\\"document_value\\\":4650.0,\\\"probability\\\":null,\\\"receipt\\\":{\\\"url\\\":\\\"http://www.camara.gov.br/cota-parlamentar/documentos/publ/2912/2016/6157154.pdf\\\",\\\"fetched\\\":true},\\\"remark_value\\\":0.0,\\\"total_net_value\\\":4650.0,\\\"total_reimbursement_value\\\":null,\\\"year\\\":2016,\\\"applicant_id\\\":2912,\\\"document_id\\\":6157154,\\\"congressperson_id\\\":112437,\\\"congressperson_name\\\":\\\"JOÃO MARCELO SOUZA\\\",\\\"congressperson_document\\\":76,\\\"party\\\":\\\"PMDB\\\",\\\"state\\\":\\\"MA\\\",\\\"term_id\\\":55,\\\"term\\\":2015,\\\"subquota_id\\\":120,\\\"subquota_description\\\":\\\"Automotive vehicle renting or charter\\\",\\\"subquota_group_id\\\":0,\\\"subquota_group_description\\\":\\\"\\\",\\\"supplier\\\":\\\"JV EVENTOS E TURISMO LTDA\\\",\\\"cnpj_cpf\\\":\\\"08194075000162\\\",\\\"document_type\\\":1,\\\"document_number\\\":\\\"100678\\\",\\\"issue_date\\\":\\\"2016-11-30\\\",\\\"month\\\":11,\\\"installment\\\":0,\\\"batch_number\\\":1341034,\\\"passenger\\\":\\\"\\\",\\\"leg_of_the_trip\\\":\\\"\\\",\\\"suspicions\\\":{\\\"meal_price_outlier\\\":false,\\\"suspicious_traveled_speed_day\\\":false,\\\"over_monthly_subquota_limit\\\":false}}]}\" }"
Now we have a Docker structure, so we can think about how to use that to automate the deploy.
Ideally a piece of code to automate provision is much appreciated ; )
We have two custom Django commands that are untested, both in jarbas/core/management/commands/
:
loaddatasets.py
loadsuppliers.py
Maybe a quick way to do it is to mock a CSV responde with a few records, call the command ([check test_static_files.py
) and assert records form the mocked CSV is in the database.
But surely unit tests would be welcomed too ; )
Ao efetuar uma consulta por partido por exemplo, ao navegar pelas páginas a consulta congela, impossibilitando navegar nas páginas, nem mesmo o menu ao lado funciona, sendo necessário limpar a URL e começar novamente, que novamente congela entre 3-4 consulta.
Once #52 is done, we can do some house keeping:
Document
, Receipt
)DocumentSerializer
, ReceiptSerializer
)DocumentViewset
, ReceiptViewSet
)OldLoadCommand
NewReceipt
object to Receipt
(at models.py
and subsequent views)loadsuppliers
to companies
RetriveAPIView
instead of Viewset
for companiesloadsuppliers
and AMAZON_DATASETS_DATE
README.md
.env
and contrib/.env.sample
settings.py
When the API returns more than 25 results, Jarbas should be able to fetch next pages (Load more button in the bottom maybe).
@lucavgobbi and @pablov suggested Amazon EC2 (free for 12 months). If someone can set up this instance and send in PVT the connection details, I can set this up in the server.
It's is a bit limiting providing only 10 results per page. I think it would be useful to allow something like:
GET /api/document/?year=2015%_limit=100
What do you think?
Nowadays passing information (Language
basically everywhere, parentId
for RelatedTable
etc.) has proved too verbose (and adds unnecessary complexity — e.g. with Html.map
).
This design is more promising.
A new loaddatasets
is online:
$ python manage.py loaddatasets --help
usage: manage.py loaddatasets [-h] [--version] [-v {0,1,2,3}]
[--settings SETTINGS] [--pythonpath PYTHONPATH]
[--traceback] [--no-color] [--start START]
[--limit LIMIT]
Load Serenata de Amor datasets into the database
optional arguments:
-h, --help show this help message and exit
--version show program's version number and exit
-v {0,1,2,3}, --verbosity {0,1,2,3}
Verbosity level; 0=minimal output, 1=normal output,
2=verbose output, 3=very verbose output
--settings SETTINGS The Python path to a settings module, e.g.
"myproject.settings.main". If this isn't provided, the
DJANGO_SETTINGS_MODULE environment variable will be
used.
--pythonpath PYTHONPATH
A directory to add to the Python path, e.g.
"/home/djangoprojects/myproject".
--traceback Raise on CommandError exceptions
--no-color Don't colorize the command output.
--start START, -s START
Where the load should start (skips first LIMIT
documents)
--limit LIMIT, -l LIMIT
Limit the number of documents to load
Basically with the optional arguments --start
and --limit
we can split the task of loading tons of data to our Postgres. For example, python manage.py loaddatasets --start 1000 --limit 50
will only create/update the records number 1000 until 1049.
I once estimated we have ~2,7 million records. Running it locally is slower, but the script tends to run for a longer time. Running it at Heroku is quicker, but I guess Heroku drops the connection after a while.
I'll try to write a Python or shell script with a for
loop to run this loaddatasets
1k records by 1k records at Heroku. But I'm open to new ideas ; )
Use argparse optional arguments to limit the number of rows to be imported and to set where to start. E.g. $ pyhton manage.py loaddatasets --start 200 --import 5000
would load 5k records, skipping the 1st 200 from the datasets.
Hi,
I don't know if jarbas is the appropriate project for this funcionality, but I suggest to create a dashboard containing all reports informed to Chamber (https://twitter.com/cuducos/status/818434229314928641) and showing the information of each real invested in the project, how much was returned to society.
This funcionality is inspired in this article: http://www1.folha.uol.com.br/mercado/2017/01/1846255-jornalismo-investigativo-gera-lucro-para-a-sociedade-diz-diretor-de-stanford.shtml
Facing this error when running the command:
docker-compose run --rm jarbas python manage.py loaddatasets
tryed with and without sudo and same error occur.
Here is the error:
django.db.utils.ProgrammingError: relation "core_document" does not exist
I noticed that the file db.sqlite3 is not created.
as @cuducos pointed out:
Is your .env overriding docker-compose.yml's DATABASE_URL by any chance?
In my local .env I just replaced the line 5:
DATABASE_URL=sqlite:///db.sqlite3
by this:
DATABASE_URL=postgres://jarbas:mysecretpassword@db/jarbas
same error.
It is more like a question than an actual issue but here it goes. Are you guys planning on exposing more resources through the API? The reason I am asking this is because as of right now the only method available is /api/document which lists Document objects. The thing is, each of the documents listed have attributes that could be referred to by their id's, state and party are examples of such. Then we could have both /api/states and /api/parties, respectively, to list the states and the parties.
The reason I am asking this is because I am planning on writing a wrapper in either objective-c or java to consume this information. By doing this someone else (or even me) could use it to write an app similar to 'Meu deputado' that could list the expenses, and its details, for any given congressperson.
Here are my suggestions for new methods:
/api/states
/api/parties
/api/congresspeople
With at least these new methods I could start working on something more meaningful.
Let me know what you guys think. I really appreciate what you guys are doing and would like to contribute somehow.
When I was developing in docker environment, I felt that the development was painful because the following issues:
The other day I was playing with the flight tickets dataset and was able to identify tickets for international flights (basically check if the total_net_value
is > 4k).
With that info we'd be able to identify a period of time when the congressperson was abroad and investigate reimbursements in Brazil that requires the deputy to be physically present (like taxi and meals).
I believe we have more important things to cover before getting to the point of automating the extraction of "period away from Brazil" data points BUT I'm willing to manually check some of those reimbursements to ensure it is worth the trouble to automate this in rosie in the future and for that it would be super helpful if jarbas could provide a search for the following filters in combination:
Dunno if it would be useful for other use cases so feel free to 👎 this issue 😄
Currently Jarbas is a slow application for four reasons:
Sometime we dont want to install all dependencies and want just run something like docker run jarbas
and get everything working.
I want code the Dockerfile
but I want know if is there something particular about the project of if I can make it as usual python application.
… because it looks like document_id
is not unique 😮
@Irio, as this repo emerged from an issue you raised, how would you like to search for documents and company info here?
It would be nice to have a CONTRIBUTING.md in order to know how to best contribute to the project.
I'm documenting here the next steps of Jarbas in terms of development, i.e. it's a big issue, not a tiny and specific one.
We have a new player in Serenata de Amor operation that is Rosie. She's our robot, she'll tell us what she thinks of each reimbursement. Basically for each hypothesis of our roadmap Rosie will:
year
, applicant_id
anddocument_id
there is the a probability
of irregularity/immorality/illegality (i.e. 0 < probability < 1
) .POST
request to Jarbas with this probability
and an some meta information of the hypothesis this probability refers to.Thus Jarbas should be able to: (removed in favor of this list)
Conceptually this means that Jarbas is moving from an internal tool to help people engaged in Serenata de Amor to a public data visualization platform to a share our artificial intelligence machine learning results with the world. A lot of changes (refactor, renaming, endpoints etc.) are expected 🎉
Now it's: {"document":"http://127.0.0.1:8001/api/document/"}
It should be: {"document":"http://jarbas.datasciencebr.com/api/document/"}
Pagination links also have this bug.
When accessing a document, would be awesome to also be able to navigate in the street where the expense was made.
Dependent of #2.
By going through http://jarbas.datasciencebr.com/#/party/PMDB, I noticed the values of 'Document value' are presented like ##.###. As we use English, it should be like ##.###,##: 1) use '.' as thousands separator; 2) ',' for decimal separators; 3) use only 2 decimal places. By spottingDocument value "60.000"
I interpret like a spending of R$ 6000,00 instead of R$ 60,00 like is on the receipt.
Since we've being auditing some suspicious cases found by Rosie, it would be nice if we could see information related to requests we made to the Chamber of Deputies like protocol number and status on Jarbas front-end. In that way we can see whether or not one document has an request open.
One way to quickly explore huge amounts of data is through data aggregation. For instance, what are all CNPJ/CPFs found in expenses? How deputies spent the most money?
Does this API aims to provide such feature? If you intend to address this in any other fashion, please let me know.
And as soon as #68 is done, for reimbursement too.
The Internationalization
module got too big (more than 600 LOC) and it might be a good idea to break it in smaller modules.
The Digital Ocean droplet was set manually and the only piece of software that makes deploy easier is a git hook. Yet, nginx
and gunicorn
processes are owned by root
— that's not cool.
Something like Ansible might help.
Personally I don't have devops know-how to fix the users and processes issues, and I've never used Ansible — so any help is appreciated. Surely I can share the application specific logic and help anyone willing to close that issue ; )
The Settings is relevant to Docker users too, whe should reorganize that in the README.md
. Thanks @danizavtz
In order to keep everything fine for everyone we need add this beauty piece of setting.
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